R: 'Child' dataset.

child_NA_5000 {bnstruct} | R Documentation

## `Child` dataset.

### Description

The `Child` dataset contains 5000 randomly generated items with missing data (no latent variables) of the `Child` Bayesian Network. Imputation is performed, so both raw and imputed data is present.

### Format

a `BNDataset` with a raw and imputed data slow filled with 5000 items.

### Details

The data the BNDataset object is built from is located in files `pkg_folder/extdata/extdata/Child_data_na_5000.header` and `pkg_folder/extdata/extdata/Child_data_na_5000.data`.

### References

D. J. Spiegelhalter, R. G. Cowell (1992). Learning in probabilistic expert systems. In Bayesian Statistics 4 (J. M. Bernardo, J. 0. Berger, A. P. Dawid and A. F. M. Smith, eds.) 447-466. Clarendon Press, Oxford.

### See Also

`child`

[Package bnstruct version 1.0.11 Index]